Weather events forecasting in Kota Kinabalu using a fuzzy rule-based system
A weather forecast is a prediction of weather phenomena in the future by collecting as much data as possible. Major worldwide climate studies include the breakthrough and interpretation of complicated weather patterns in order to successfully forecast varied weather events. It is quite complex to sc...
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| Format: | Article |
| Language: | English English |
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Faculty of Science and Natural Resources, Universiti Malaysia Sabah
2023
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| Online Access: | https://eprints.ums.edu.my/id/eprint/36417/1/ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/36417/2/FULL%20TEXT.pdf |
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| author | Suzelawati Zenian Amirah Ramizah Bibi Abdul Rasheed |
| author_facet | Suzelawati Zenian Amirah Ramizah Bibi Abdul Rasheed |
| author_sort | Suzelawati Zenian |
| collection | UMS |
| description | A weather forecast is a prediction of weather phenomena in the future by collecting as much data as possible. Major worldwide climate studies include the breakthrough and interpretation of complicated weather patterns in order to successfully forecast varied weather events. It is quite complex to screen so many parameters from several factors to discover precise weather conditions. In this paper, a fuzzy rule-based system (FRBS) is applied for weather forecasting in Kota Kinabalu. There are 234 fuzzy rules being developed as the FRBS are constructed along and successfully implemented in MATLAB. Based on the results, the comparison between actual and forecast data shows moderate precision as the accuracy level is higher than the level of error analysis |
| first_indexed | 2024-03-06T03:24:44Z |
| format | Article |
| id | ums.eprints-36417 |
| institution | Universiti Malaysia Sabah |
| language | English English |
| last_indexed | 2024-03-06T03:24:44Z |
| publishDate | 2023 |
| publisher | Faculty of Science and Natural Resources, Universiti Malaysia Sabah |
| record_format | dspace |
| spelling | ums.eprints-364172023-08-15T07:13:26Z https://eprints.ums.edu.my/id/eprint/36417/ Weather events forecasting in Kota Kinabalu using a fuzzy rule-based system Suzelawati Zenian Amirah Ramizah Bibi Abdul Rasheed QC851-999 Meteorology. Climatology Including the earth's atmosphere A weather forecast is a prediction of weather phenomena in the future by collecting as much data as possible. Major worldwide climate studies include the breakthrough and interpretation of complicated weather patterns in order to successfully forecast varied weather events. It is quite complex to screen so many parameters from several factors to discover precise weather conditions. In this paper, a fuzzy rule-based system (FRBS) is applied for weather forecasting in Kota Kinabalu. There are 234 fuzzy rules being developed as the FRBS are constructed along and successfully implemented in MATLAB. Based on the results, the comparison between actual and forecast data shows moderate precision as the accuracy level is higher than the level of error analysis Faculty of Science and Natural Resources, Universiti Malaysia Sabah 2023 Article NonPeerReviewed text en https://eprints.ums.edu.my/id/eprint/36417/1/ABSTRACT.pdf text en https://eprints.ums.edu.my/id/eprint/36417/2/FULL%20TEXT.pdf Suzelawati Zenian and Amirah Ramizah Bibi Abdul Rasheed (2023) Weather events forecasting in Kota Kinabalu using a fuzzy rule-based system. Borneo Science, 44. pp. 1-12. ISSN 1394-4339 https://doi.org/10.51200/bsj.v44i1.4336 |
| spellingShingle | QC851-999 Meteorology. Climatology Including the earth's atmosphere Suzelawati Zenian Amirah Ramizah Bibi Abdul Rasheed Weather events forecasting in Kota Kinabalu using a fuzzy rule-based system |
| title | Weather events forecasting in Kota Kinabalu using a fuzzy rule-based system |
| title_full | Weather events forecasting in Kota Kinabalu using a fuzzy rule-based system |
| title_fullStr | Weather events forecasting in Kota Kinabalu using a fuzzy rule-based system |
| title_full_unstemmed | Weather events forecasting in Kota Kinabalu using a fuzzy rule-based system |
| title_short | Weather events forecasting in Kota Kinabalu using a fuzzy rule-based system |
| title_sort | weather events forecasting in kota kinabalu using a fuzzy rule based system |
| topic | QC851-999 Meteorology. Climatology Including the earth's atmosphere |
| url | https://eprints.ums.edu.my/id/eprint/36417/1/ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/36417/2/FULL%20TEXT.pdf |
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